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Article published In:
Studies in Language
Vol. 38:1 (2014) ► pp.171–209

A novel dichotomy of the Korean adverb nemwu in opinion classification

| Hankuk University of Foreign Studies
While the adverb nemwu, roughly equivalent to the intensifier too in English, has been considered an adverb that intensifies gradable predicates in excess, thereby provoking a negative interpretation, it can also be used to emphasize a positive evaluation in online subjective texts. Moreover, even in the sentences conveying a negative evaluation, only some of the occurrences of nemwu are used as a polarity reversing valence shifter. This paper proposes a novel dichotomy for the usages of nemwu, consisting of ‘Intensifying Adverbs’ (IAs) and ‘Opinion Introducers’ (OIs), and examines the necessary contexts for determining the function of the adverb.
Keywords: intensifying adverb, evaluation, opinion classification, negation, opinion introducer, polarity
Published online: 25 April 2014
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https://doi.org/10.1075/sl.38.1.05nam
References (35)
Ahn, A-L. 2011. Study on lexicons and syntactic patterns for opinion classification. Seoul: Hankuk University of Foreign Studies MA thesis.Google Scholar
Choi, H.-B. 1971. Wulimalpon. Seoul: Jengumsa Publishing Company.Google Scholar
Choi, H.-L. 1996. Syntactic and semantic studies on adverbs of degree. Seoul: Jung-Ang University dissertation.Google Scholar
Ikeda, D., H. Takamura, L. Ratinov & M. Okumura. 2008. Learning to shift the polarity of words for sentiment classification. In Proceedings of the Third International Joint Conference on Natural Language Processing, IJCNLP , 296-303.
Kennedy, A. & D. Inkpen. 2006. Sentiment classification of movie reviews using contextual valence shifters. Computational Intelligence 221. 110-125. DOI logoGoogle Scholar
Kim, E.-S. 2007. Korean negative polarity verbs. Korean Linguistic Studies 291. 7-49.Google Scholar
Kim, G.-H. 2003. Psychological adjectives in Korean. Enehak 371. 47-70.Google Scholar
Kim, Y.-H. 1985. Adverb of degree as a quantifier. Hankul 1901. 1-30.Google Scholar
. 2005. Controller of negative polarity items. Korean Syntactic Phenomena 205-237. Seoul: Yeklak Publishing Company.Google Scholar
Kim, Y.-W., H.-J. Yoon, K.-Y. Park, Y.-C. Chang, C.-M. Lee & K.-S. Kim. 2005. Negation and Negatives. Seoul: Hankukmwunhwasa.Google Scholar
Ko, H.-W. 2011. Meaning and collocation of adverb of degree nemwu. Emwunnoncip 461. 121-139.Google Scholar
Ku, J.-N. 2003. Types of Korean negative polarity items. Korean Linguistics and Literature 381. 5-27.Google Scholar
Lee, C.-M. 1976. Cases for psychological verbs in Korean. Ene 1(1). 256-296.Google Scholar
. 2003. Negative polarity items in Korean and Japanese: A contrastive study. Icwung Enehak 221. 1-47.Google Scholar
Lee, S.-K. 1988. Adverbs of degree in modern Korean. Seoul: University Kenkuk dissertation.Google Scholar
Lee, W.-C., H.-A. Lee & K.-J. Lee. 2010. Summarization system of product reviews based on linguistic analysis of review texts. Journal of Information Science 17(B-1). 93-98.Google Scholar
Li, S., S.Y.M. Lee, Y. Chen, C.-R. Huang & G. Zhou. 2010. Sentiment classification and polarity shifting. Proceedings of the 23rd International Conference on Computational Linguistics , 635-643.
Lim, H.-B. 1987. Syntax and semantics of Korean negations. Korean Linguistic Life 101. 15-40.Google Scholar
Lim, K.-H. 2002. Pragmatic meaning of Korean adverb of degree nemwu. Paytalmal 301. 1-22.Google Scholar
. 2004. Word formation and collocation of adverb of degree nemwu. Wulimalkul 321. 77-100.Google Scholar
Lim, Y.-J. 2007. Adverbs co-occurring with negative expressions and Korean education. Korean Culture Studies 201. 187-214.Google Scholar
. 2010. Collocation of adverbs of degree and Korean education. Korean Language and Culture421. 371-393.Google Scholar
Myung, J.-S., D.-J. Lee & S.-G. Lee. 2008. Korean product review analysis system by using a semi-automatically constructed semantic lexicon. Journal of Information Science: Software & Application 35(6). 392-403.Google Scholar
Nam, J.-S. 1990. Sur une construction N0 N1-ita en coréen. Linvisticae Investigationes 14(2). 20-45. Amsterdam: John Benjamins. DOI logoGoogle Scholar
. 1996. Classification syntaxique des constructions adjectivales en coreen. Amsterdam: John Benjamins. DOI logoGoogle Scholar
. 2007. Lexicon-grammar of Korean adjectives. Seoul: Hankukmwunhwasa.Google Scholar
. 2010. Korean electronic dictionary DECO. TR-2010-02. DICORA, Seoul: Hankuk University of Foreign Studies.Google Scholar
Pang, B., & L. Lee. 2008. Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval 2(1-2). 1-135.
Polanyi, L. & A. Zaenen. 2004. Contextual valence shifters. Proceedings of the AAAI Spring Symposium on Exploring Attitude and Affect in Text .
Quirk, R., S. Greenbaum, G. Leech & J. Svartvik. 1985. A comprehensive grammar of the English Language. London: Longman.Google Scholar
Seo, J.-S. 1996. Korean grammar. Seoul: Hanyang University Press.Google Scholar
Shi, J.-G. 1998. Negatives and negation. Modern Korean Syntax Studies 101. 327-343.Google Scholar
Son, N.-I. 1989. Study on Korean adverbs. Master Dissertation. Seoul: Korea University.Google Scholar
Wilson, T., J. Wiebe & P. Hoffmann. 2005. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing , 347-354. Stroudsburg, PA: Association for Computational Linguistics.Google Scholar
Yoo, H.-K. 1997. A study on psychological adjective constructions in Korean. Education of Korean as a Foreign Language 22(1). 87-119.Google Scholar
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